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Querying NoSQL with Deep Learning to Answer Natural Language Questions

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Figure

Figure 1: System architecture of SeqPolicyNet: The tokensxthe KB. The model extracts entities from the question andchooses the corresponding column names in order to fill aquery templateq of the user’s question are fed into a pointer attention net-work (Poi
Table 1: For the given question the query field and conditionas well as the response field are extracted in order to generatethe corresponding query and retrieve the answer from ES.
Table 3: Comparison of SeqPolicyNet’s accuracy on the81k dataset for testing generalisation and the original 96kdataset.

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